Recent posts tagged code-review

We just posted the write-up of our most recent research. Here's the abstract: AI Involvement and Code Drift: A Provenance-labeled Comparison of Drift Density and Severity Across Nine Production-readiness Dimensions Abstract BACKGROUND: Prior work ...

Let’s be honest: the traditional pull request PR was designed for a different era of software development. It worked well when people wrote relatively small, self-contained changes and review could focus on a neat diff. But as AI coding agents genera...

I was working on something and ran a review last week and the gate came back with a hold. One requirement partial, one missing. I fixed both, ran it again, and every id came back covered. Verdict pass. Then I sat and read the diff for another twent...

!A Clean Score Is Not a Complete Scanhttps://dev-to-uploads.s3.us-east-2.amazonaws.com/uploads/articles/zqq7mqa8xgw97b6gblzz.png AI-SLOP Detector has changed substantially since v3.8.1, but the most important improvements are not simply more checks. ...

Most of us here are already shipping AI-assisted code, and the review side of that has not caught up. This is a write-up of what changes when you stop treating AI review as a single yes-or-no gate and start treating it as a pipeline. The Volume Prob...

On June 1st, 2026, GitHub moved Copilot's monthly Pro and Pro+ plans from "premium requests" to AI credits. One credit equals ﹩0.01, every request draws from a per-model rate card, and overage costs a flat ﹩0.01 per credit on every plan. As billing m...

!coverhttps://coderlegion.com/?qa=blob&qablobid=4234498897804287785 > When a repository carries this kind of pedigree, people stop asking questions. Runchuan-BU/BioClaw 1 — a biomedical AI assistant published on bioRxiv on April 14, 2026 by a multi...

!The Quiet Failure of AI Developmenthttps://dev-to-uploads.s3.amazonaws.com/uploads/articles/f2hqsg05873bhhlmli4u.png AI-assisted development has a quiet failure mode: the assistant that creates the pattern often becomes the assistant that reviews i...

> Immer German for: always is a tiny package that allows you to work with immutable state in a more convenient way. — Immer Documentation Immer uses Proxies under the hood and therefore to understand the details of this library we need to know a li...

Are code review and collaboration the secret elements for building better software? While working on software development, better quality is super crucial. What if I told you that the secret is not about writing good code, but how to review it, and i...